{"id":"https://openalex.org/W4404763488","doi":"https://doi.org/10.1007/s42979-024-03458-0","title":"Towards Effective Software Defect Prediction Using Machine Learning Techniques","display_name":"Towards Effective Software Defect Prediction Using Machine Learning Techniques","publication_year":2024,"publication_date":"2024-11-27","ids":{"openalex":"https://openalex.org/W4404763488","doi":"https://doi.org/10.1007/s42979-024-03458-0"},"language":"en","primary_location":{"id":"doi:10.1007/s42979-024-03458-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-024-03458-0","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101710566","display_name":"Akshat Pandey","orcid":"https://orcid.org/0000-0002-2797-4708"},"institutions":[{"id":"https://openalex.org/I73779912","display_name":"Manipal University Jaipur","ror":"https://ror.org/040h76494","country_code":null,"type":"education","lineage":["https://openalex.org/I73779912"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Akshat Pandey","raw_affiliation_strings":["Computer Science Engineering, Manipal University Jaipur, Jaipur-Ajmer Expressway, Dehmikalan, Jaipur, Rajasthan, 303007, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Engineering, Manipal University Jaipur, Jaipur-Ajmer Expressway, Dehmikalan, Jaipur, Rajasthan, 303007, India","institution_ids":["https://openalex.org/I73779912"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019925429","display_name":"Akshay Jadhav","orcid":"https://orcid.org/0000-0002-1183-8509"},"institutions":[{"id":"https://openalex.org/I73779912","display_name":"Manipal University Jaipur","ror":"https://ror.org/040h76494","country_code":null,"type":"education","lineage":["https://openalex.org/I73779912"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Akshay Jadhav","raw_affiliation_strings":["Computer Science Engineering, Manipal University Jaipur, Jaipur-Ajmer Expressway, Dehmikalan, Jaipur, Rajasthan, 303007, India"],"raw_orcid":"https://orcid.org/0000-0002-1183-8509","affiliations":[{"raw_affiliation_string":"Computer Science Engineering, Manipal University Jaipur, Jaipur-Ajmer Expressway, Dehmikalan, Jaipur, Rajasthan, 303007, India","institution_ids":["https://openalex.org/I73779912"]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5019925429"],"corresponding_institution_ids":["https://openalex.org/I73779912"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":2.8163,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.92643615,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"5","issue":"8","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9793000221252441,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5843807458877563},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5022192001342773},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4320533275604248},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4207746088504791},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.4116477966308594},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09260508418083191}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5843807458877563},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5022192001342773},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4320533275604248},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4207746088504791},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.4116477966308594},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09260508418083191}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s42979-024-03458-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-024-03458-0","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W203932818","https://openalex.org/W2041496338","https://openalex.org/W2101728371","https://openalex.org/W2137235241","https://openalex.org/W2394841101","https://openalex.org/W2765461334","https://openalex.org/W2781593408","https://openalex.org/W2787986668","https://openalex.org/W2791812915","https://openalex.org/W2945339223","https://openalex.org/W2955230520","https://openalex.org/W3015641005","https://openalex.org/W3017072194","https://openalex.org/W3020886002","https://openalex.org/W3034851231","https://openalex.org/W3167828647","https://openalex.org/W3182306886","https://openalex.org/W4200136078","https://openalex.org/W4210671315","https://openalex.org/W4213103335","https://openalex.org/W4221019549","https://openalex.org/W4293506665","https://openalex.org/W4304688778","https://openalex.org/W4328127101","https://openalex.org/W4384461111","https://openalex.org/W4388180000","https://openalex.org/W4389360712","https://openalex.org/W4391594430","https://openalex.org/W4400134761","https://openalex.org/W6786297682"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-29T09:21:14.243279","created_date":"2025-10-10T00:00:00"}